Securely update and monitor the edge model over time: What control is most directly needed for this deployment
Edge deployment needs secure update and monitoring processes because local operation limits continuous centralized control.
The question
An edge-based employee assistant must respond during network outages and meet a strict latency target. Data permissions, model evaluation, user mapping, human escalation, and security prerequisites are satisfied. What control is most directly needed for this deployment choice?
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- Replace the edge model with a larger cloud model.A larger cloud model may improve capability but conflicts with the stated outage-resilience and latency requirements.
- Increase the assistant’s retrieval corpus for broader coverage.A broader corpus may affect answer coverage but does not address maintaining and controlling an offline edge deployment.
- Securely update and monitor the edge model over time. ✓Edge operation requires controlled updates and monitoring to manage drift, vulnerabilities, and changing performance outside continuous cloud oversight.
- Route every employee question through remote human approval before responding.Universal pre-approval undermines the latency and outage requirements despite existing escalation and review prerequisites.
The trap
Treat edge as a tradeoff: preserve local responsiveness while compensating for reduced centralized visibility and update control. How to remember it
Edge deployment needs secure update and monitoring processes because local operation limits continuous centralized control.
How many of these would you get right?
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Part of the Certsqill AIGP question bank · Understanding How to Govern AI Deployment and Use ·
Every answer, right and wrong, comes with its own explanation.
